Dataset info
| Number of variables | 55 |
|---|---|
| Number of observations | 548 |
| Missing cells | 0 (0.0%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 235.5 KiB |
| Average record size in memory | 440.1 B |
Variables types
| Numeric | 12 |
|---|---|
| Categorical | 10 |
| Boolean | 28 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 1 |
| Rejected | 4 |
| Unsupported | 0 |
Warnings
income_organic is highly correlated with cotton_income (ρ = 0.9474788985) | Rejected |
intercrop_rate is highly correlated with cotton_price (ρ = 0.9033087717) | Rejected |
irrigation_status is highly correlated with irrigation_source_0 (ρ = 0.994459343) | Rejected |
seed_type is highly correlated with intercrop_rate (ρ = 0.998407077) | Rejected |
animal_cost
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| -0.4274480728 | |
|---|---|
| 2.46442284 | 74 |
| 1.018487383 | 14 |
| Value | Count | Frequency (%) | |
| -0.4274480728 | 460 | 83.9% | |
| 2.46442284 | 74 | 13.5% | |
| 1.018487383 | 14 | 2.6% |
| Max length | 19 |
|---|---|
| Mean length | 18.67883212 |
| Min length | 17 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
bank_account
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 6 |
| Value | Count | Frequency (%) | |
| 0 | 542 | 98.9% | |
| 1 | 6 | 1.1% |
bicycle
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 382 | 69.7% | |
| 1 | 166 | 30.3% |
biopesticide
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 1.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.730367674e-15 |
|---|---|
| Minimum | -0.4163991543 |
| Maximum | 4.427002991 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.4163991543 |
|---|---|
| 5-th percentile | -0.4163991543 |
| Q1 | -0.4163991543 |
| Median | -0.4163991543 |
| Q3 | -0.4163991543 |
| 95-th percentile | 2.317779476 |
| Maximum | 4.427002991 |
| Range | 4.843402145 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.000913659 |
|---|---|
| Coef of variation | 5.784398741e+14 |
| Kurtosis | 7.381575846 |
| Mean | 1.730367674e-15 |
| MAD | 0.6717095846 |
| Skewness | 2.721423353 |
| Sum | -5.684341886e-14 |
| Variance | 1.001828154 |
| Memory size | 4.4 KiB |
Histogram with fixed size bins (bins=7)
Histogram with variable size bins (bins=[-0.41639915 -0.02580221 2.39589887 4.42700299], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| -0.4163991543 | 442 | 80.7% | |
| 1.145988634 | 33 | 6.0% | |
| 0.3647947401 | 23 | 4.2% | |
| 2.083421308 | 19 | 3.5% | |
| 4.427002991 | 12 | 2.2% | |
| 2.317779476 | 12 | 2.2% | |
| 2.474018255 | 7 | 1.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.4163991543 | 442 | 80.7% | |
| 0.3647947401 | 23 | 4.2% | |
| 1.145988634 | 33 | 6.0% | |
| 2.083421308 | 19 | 3.5% | |
| 2.317779476 | 12 | 2.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4.427002991 | 12 | 2.2% | |
| 2.474018255 | 7 | 1.3% | |
| 2.317779476 | 12 | 2.2% | |
| 2.083421308 | 19 | 3.5% | |
| 1.145988634 | 33 | 6.0% |
buffalos
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0.4925752587 | |
|---|---|
| -2.030146627 |
| Value | Count | Frequency (%) | |
| 0.4925752587 | 441 | 80.5% | |
| -2.030146627 | 107 | 19.5% |
| Max length | 19 |
|---|---|
| Mean length | 19 |
| Min length | 19 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
bulls
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0.2809505969 | |
|---|---|
| -3.384785762 | 40 |
| -7.050522121 | 1 |
| Value | Count | Frequency (%) | |
| 0.2809505969 | 507 | 92.5% | |
| -3.384785762 | 40 | 7.3% | |
| -7.050522121 | 1 | 0.2% |
| Max length | 19 |
|---|---|
| Mean length | 18.99817518 |
| Min length | 18 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
car
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 11 |
| Value | Count | Frequency (%) | |
| 1 | 537 | 98.0% | |
| 0 | 11 | 2.0% |
cell_phone
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 15 |
| Value | Count | Frequency (%) | |
| 0 | 533 | 97.3% | |
| 1 | 15 | 2.7% |
cooler
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 29 |
| Value | Count | Frequency (%) | |
| 0 | 519 | 94.7% | |
| 1 | 29 | 5.3% |
cotton_income
Numeric
| Distinct count | 291 |
|---|---|
| Unique (%) | 53.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.383321681e-15 |
|---|---|
| Minimum | -1.072786749 |
| Maximum | 2.453964139 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1.072786749 |
|---|---|
| 5-th percentile | -1.072786749 |
| Q1 | -1.072786749 |
| Median | 0.252984844 |
| Q3 | 0.6279147516 |
| 95-th percentile | 1.96022509 |
| Maximum | 2.453964139 |
| Range | 3.526750888 |
| Interquartile range | 1.700701501 |
Descriptive statistics
| Standard deviation | 1.000913659 |
|---|---|
| Coef of variation | 7.235581377e+14 |
| Kurtosis | -0.8881390903 |
| Mean | 1.383321681e-15 |
| MAD | 0.8775399186 |
| Skewness | 0.3455114023 |
| Sum | 2.842170943e-14 |
| Variance | 1.001828154 |
| Memory size | 4.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[-1.07278675 -0.5548914 -0.03618605 0.12951009 0.68808781 0.90716311 2.45396414], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| -1.072786749 | 224 | 40.9% | |
| 0.5716195778 | 3 | 0.5% | |
| 0.5087431336 | 3 | 0.5% | |
| 0.5310182024 | 3 | 0.5% | |
| 0.2525798428 | 2 | 0.4% | |
| 0.7517438839 | 2 | 0.4% | |
| 0.08632682948 | 2 | 0.4% | |
| 0.3194050491 | 2 | 0.4% | |
| 0.6681921259 | 2 | 0.4% | |
| 0.519880668 | 2 | 0.4% | |
| Other values (281) | 303 | 55.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.072786749 | 224 | 40.9% | |
| -0.03699605127 | 1 | 0.2% | |
| -0.03537604626 | 1 | 0.2% | |
| -0.02780252288 | 1 | 0.2% | |
| -0.02433976219 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.453964139 | 1 | 0.2% | |
| 2.39580596 | 1 | 0.2% | |
| 2.249134757 | 1 | 0.2% | |
| 2.241075232 | 1 | 0.2% | |
| 2.222121174 | 1 | 0.2% |
cotton_price
Numeric
| Distinct count | 37 |
|---|---|
| Unique (%) | 6.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.787768808e-16 |
|---|---|
| Minimum | -1.201799502 |
| Maximum | 1.0250595 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1.201799502 |
|---|---|
| 5-th percentile | -1.201799502 |
| Q1 | -1.201799502 |
| Median | 0.7838164416 |
| Q3 | 0.8394879166 |
| 95-th percentile | 0.8728908016 |
| Maximum | 1.0250595 |
| Range | 2.226859002 |
| Interquartile range | 2.041287418 |
Descriptive statistics
| Standard deviation | 1.000913659 |
|---|---|
| Coef of variation | 1.285238024e+15 |
| Kurtosis | -1.865018605 |
| Mean | 7.787768808e-16 |
| MAD | 0.9824930232 |
| Skewness | -0.367616491 |
| Sum | -5.684341886e-14 |
| Variance | 1.001828154 |
| Memory size | 4.4 KiB |
Histogram with fixed size bins (bins=37)
Histogram with variable size bins (bins=[-1.2017995 -0.22754869 0.75783642 0.79309502 0.80051788 ... 0.84134363 0.86732365 0.8840251 0.98794518 1.0250595 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| -1.201799502 | 224 | 40.9% | |
| 0.8394879166 | 51 | 9.3% | |
| 0.8209307583 | 35 | 6.4% | |
| 0.8023735999 | 28 | 5.1% | |
| 0.7652592832 | 20 | 3.6% | |
| 0.7838164416 | 15 | 2.7% | |
| 0.8543336433 | 14 | 2.6% | |
| 0.8283536216 | 13 | 2.4% | |
| 1.0250595 | 12 | 2.2% | |
| 0.8246421899 | 12 | 2.2% | |
| Other values (27) | 124 | 22.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.201799502 | 224 | 40.9% | |
| 0.7467021249 | 2 | 0.4% | |
| 0.7504135565 | 1 | 0.2% | |
| 0.7652592832 | 20 | 3.6% | |
| 0.7689707149 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0250595 | 12 | 2.2% | |
| 0.9508308667 | 1 | 0.2% | |
| 0.91371655 | 1 | 0.2% | |
| 0.89144796 | 3 | 0.5% | |
| 0.8766022333 | 10 | 1.8% |
cows
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| -0.155881575 | |
|---|---|
| 6.415126355 | 13 |
| Value | Count | Frequency (%) | |
| -0.155881575 | 535 | 97.6% | |
| 6.415126355 | 13 | 2.4% |
| Max length | 20 |
|---|---|
| Mean length | 19.92883212 |
| Min length | 17 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
crop_insurance
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 351 | 64.1% | |
| 1 | 197 | 35.9% |
drinking_water_1
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 5 |
| Value | Count | Frequency (%) | |
| 0 | 543 | 99.1% | |
| 1 | 5 | 0.9% |
drinking_water_2
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 547 | 99.8% | |
| 1 | 1 | 0.2% |
drinking_water_3
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 4 |
| Value | Count | Frequency (%) | |
| 0 | 544 | 99.3% | |
| 1 | 4 | 0.7% |
drinking_water_4
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 10 |
| Value | Count | Frequency (%) | |
| 1 | 538 | 98.2% | |
| 0 | 10 | 1.8% |
education
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 1.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.431145309e-17 |
|---|---|
| Minimum | -5.653539734 |
| Maximum | 6.111548016 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -5.653539734 |
|---|---|
| 5-th percentile | -1.731843817 |
| Q1 | 0.2290041411 |
| Median | 0.2290041411 |
| Q3 | 0.2290041411 |
| 95-th percentile | 0.2290041411 |
| Maximum | 6.111548016 |
| Range | 11.76508775 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.000913659 |
|---|---|
| Coef of variation | 4.117045804e+16 |
| Kurtosis | 12.48094952 |
| Mean | 2.431145309e-17 |
| MAD | 0.503401667 |
| Skewness | -1.09249372 |
| Sum | -1.705302566e-13 |
| Variance | 1.001828154 |
| Memory size | 4.4 KiB |
Histogram with fixed size bins (bins=7)
Histogram with variable size bins (bins=[-5.65353973 -4.67311575 -2.7122678 -0.75141984 1.20942812 6.11154802], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.2290041411 | 485 | 88.5% | |
| -1.731843817 | 38 | 6.9% | |
| -3.692691776 | 18 | 3.3% | |
| 4.150700058 | 3 | 0.5% | |
| 6.111548016 | 2 | 0.4% | |
| 2.189852099 | 1 | 0.2% | |
| -5.653539734 | 1 | 0.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -5.653539734 | 1 | 0.2% | |
| -3.692691776 | 18 | 3.3% | |
| -1.731843817 | 38 | 6.9% | |
| 0.2290041411 | 485 | 88.5% | |
| 2.189852099 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.111548016 | 2 | 0.4% | |
| 4.150700058 | 3 | 0.5% | |
| 2.189852099 | 1 | 0.2% | |
| 0.2290041411 | 485 | 88.5% | |
| -1.731843817 | 38 | 6.9% |
electricity
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 3 |
| Value | Count | Frequency (%) | |
| 0 | 545 | 99.5% | |
| 1 | 3 | 0.5% |
farmer_id
Categorical, Unique
| First 5 values |
|---|
| c1 |
| c10 |
| c11 |
| c12 |
| c13 |
| Last 5 values |
|---|
| t95 |
| t96 |
| t97 |
| t98 |
| t99 |
First 5 values
| Value | Count | Frequency (%) | |
| c1 | 1 | 0.2% | |
| c10 | 1 | 0.2% | |
| c11 | 1 | 0.2% | |
| c12 | 1 | 0.2% | |
| c13 | 1 | 0.2% |
Last 5 values
| Value | Count | Frequency (%) | |
| t99 | 1 | 0.2% | |
| t98 | 1 | 0.2% | |
| t97 | 1 | 0.2% | |
| t96 | 1 | 0.2% | |
| t95 | 1 | 0.2% |
fertiliser
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0.6763076397 | |
|---|---|
| -1.69943971 | |
| -0.5115660351 | 58 |
| Value | Count | Frequency (%) | |
| 0.6763076397 | 363 | 66.2% | |
| -1.69943971 | 127 | 23.2% | |
| -0.5115660351 | 58 | 10.6% |
| Max length | 19 |
|---|---|
| Mean length | 18.10583942 |
| Min length | 18 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
fridge
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 302 | 55.1% | |
| 0 | 246 | 44.9% |
goats
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0.4462339369 | |
|---|---|
| -2.240977024 | 91 |
| Value | Count | Frequency (%) | |
| 0.4462339369 | 457 | 83.4% | |
| -2.240977024 | 91 | 16.6% |
| Max length | 19 |
|---|---|
| Mean length | 19 |
| Min length | 19 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
housing_1
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 307 | 56.0% | |
| 1 | 241 | 44.0% |
housing_2
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 298 | 54.4% | |
| 0 | 250 | 45.6% |
housing_3
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 9 |
| Value | Count | Frequency (%) | |
| 0 | 539 | 98.4% | |
| 1 | 9 | 1.6% |
income_intercrop
Numeric
| Distinct count | 234 |
|---|---|
| Unique (%) | 42.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.828232377e-16 |
|---|---|
| Minimum | -1.088924941 |
| Maximum | 2.856724788 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1.088924941 |
|---|---|
| 5-th percentile | -1.088924941 |
| Q1 | -1.088924941 |
| Median | 0.1784655779 |
| Q3 | 0.48961087 |
| 95-th percentile | 2.194904128 |
| Maximum | 2.856724788 |
| Range | 3.945649728 |
| Interquartile range | 1.578535811 |
Descriptive statistics
| Standard deviation | 1.000913659 |
|---|---|
| Coef of variation | 3.539007854e+15 |
| Kurtosis | -0.002048177647 |
| Mean | 2.828232377e-16 |
| MAD | 0.8114149475 |
| Skewness | 0.6506089692 |
| Sum | 0 |
| Variance | 1.001828154 |
| Memory size | 4.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[-1.08892494 -0.69344024 -0.28618296 0.15675991 0.59252887 0.74134148 2.85672479], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| -1.088924941 | 198 | 36.1% | |
| 0.07803085758 | 5 | 0.9% | |
| 0.4606393161 | 5 | 0.9% | |
| 0.2818434403 | 5 | 0.9% | |
| 0.2693350868 | 5 | 0.9% | |
| 0.4032480473 | 4 | 0.7% | |
| 0.4805055245 | 4 | 0.7% | |
| 0.2564588406 | 4 | 0.7% | |
| 0.1825123982 | 4 | 0.7% | |
| 0.4683650638 | 4 | 0.7% | |
| Other values (224) | 310 | 56.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.088924941 | 198 | 36.1% | |
| -0.2979555315 | 1 | 0.2% | |
| -0.2744103956 | 1 | 0.2% | |
| -0.2663167551 | 1 | 0.2% | |
| -0.2633736131 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.856724788 | 1 | 0.2% | |
| 2.715086079 | 2 | 0.4% | |
| 2.64150753 | 1 | 0.2% | |
| 2.613915574 | 1 | 0.2% | |
| 2.593681472 | 1 | 0.2% |
income_organic
Highly correlated
This variable is highly correlated with cotton_income and should be ignored for analysis
| Correlation | 0.9474788985 |
|---|
income_other
Numeric
| Distinct count | 19 |
|---|---|
| Unique (%) | 3.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.50072574e-16 |
|---|---|
| Minimum | -0.4727247251 |
| Maximum | 14.35579566 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.4727247251 |
|---|---|
| 5-th percentile | -0.2465564438 |
| Q1 | -0.1421710832 |
| Median | -0.1421710832 |
| Q3 | -0.02618734928 |
| 95-th percentile | 0.2196981667 |
| Maximum | 14.35579566 |
| Range | 14.82852039 |
| Interquartile range | 0.115983734 |
Descriptive statistics
| Standard deviation | 1.000913659 |
|---|---|
| Coef of variation | 6.669530833e+15 |
| Kurtosis | 167.0558621 |
| Mean | 1.50072574e-16 |
| MAD | 0.2428126021 |
| Skewness | 12.52683971 |
| Sum | -1.065814104e-14 |
| Variance | 1.001828154 |
| Memory size | 4.4 KiB |
Histogram with fixed size bins (bins=19)
Histogram with variable size bins (bins=[-0.47272473 -0.3074479 -0.19436376 -0.1363719 -0.02038816 0.1025546 0.16750549 0.22549735 0.44441665 14.35579566], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| -0.1421710832 | 285 | 52.0% | |
| -0.2465564438 | 66 | 12.0% | |
| 0.2196981667 | 66 | 12.0% | |
| -0.02618734928 | 37 | 6.8% | |
| -0.1305727099 | 34 | 6.2% | |
| 0.1153128062 | 26 | 4.7% | |
| -0.3683393645 | 8 | 1.5% | |
| 0.4371676679 | 7 | 1.3% | |
| 0.2312965401 | 4 | 0.7% | |
| 0.08979638469 | 3 | 0.5% | |
| Other values (9) | 12 | 2.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.4727247251 | 2 | 0.4% | |
| -0.4240115568 | 1 | 0.2% | |
| -0.3683393645 | 8 | 1.5% | |
| -0.2465564438 | 66 | 12.0% | |
| -0.1421710832 | 285 | 52.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 14.35579566 | 2 | 0.4% | |
| 8.568207338 | 1 | 0.2% | |
| 6.700289302 | 1 | 0.2% | |
| 0.4516656347 | 1 | 0.2% | |
| 0.4371676679 | 7 | 1.3% |
input_cost
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 1.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -5.678750252e-16 |
|---|---|
| Minimum | -0.315000907 |
| Maximum | 3.786781185 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.315000907 |
|---|---|
| 5-th percentile | -0.315000907 |
| Q1 | -0.315000907 |
| Median | -0.315000907 |
| Q3 | -0.315000907 |
| 95-th percentile | 2.977513852 |
| Maximum | 3.786781185 |
| Range | 4.101782092 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.000913659 |
|---|---|
| Coef of variation | -1.762559745e+15 |
| Kurtosis | 6.676038703 |
| Mean | -5.678750252e-16 |
| MAD | 0.5725198966 |
| Skewness | 2.912307231 |
| Sum | 1.421085472e-14 |
| Variance | 1.001828154 |
| Memory size | 4.4 KiB |
Histogram with fixed size bins (bins=6)
Histogram with variable size bins (bins=[-0.31500091 1.2752212 2.92147858 3.23468627 3.58033544 3.78678118], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| -0.315000907 | 498 | 90.9% | |
| 2.865443303 | 19 | 3.5% | |
| 2.977513852 | 12 | 2.2% | |
| 3.786781185 | 11 | 2.0% | |
| 3.095482851 | 7 | 1.3% | |
| 3.373889689 | 1 | 0.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.315000907 | 498 | 90.9% | |
| 2.865443303 | 19 | 3.5% | |
| 2.977513852 | 12 | 2.2% | |
| 3.095482851 | 7 | 1.3% | |
| 3.373889689 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.786781185 | 11 | 2.0% | |
| 3.373889689 | 1 | 0.2% | |
| 3.095482851 | 7 | 1.3% | |
| 2.977513852 | 12 | 2.2% | |
| 2.865443303 | 19 | 3.5% |
intercrop_rate
Highly correlated
This variable is highly correlated with cotton_price and should be ignored for analysis
| Correlation | 0.9033087717 |
|---|
irrigation_cost
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 1.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -1.665334537e-16 |
|---|---|
| Minimum | -1.82882856 |
| Maximum | 1.79125237 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1.82882856 |
|---|---|
| 5-th percentile | -1.82882856 |
| Q1 | 0.2659373711 |
| Median | 0.2659373711 |
| Q3 | 0.713363104 |
| 95-th percentile | 0.9675822705 |
| Maximum | 1.79125237 |
| Range | 3.62008093 |
| Interquartile range | 0.4474257329 |
Descriptive statistics
| Standard deviation | 1.000913659 |
|---|---|
| Coef of variation | -6.010285845e+15 |
| Kurtosis | -0.3090260695 |
| Mean | -1.665334537e-16 |
| MAD | 0.7925117269 |
| Skewness | -1.045361477 |
| Sum | 2.486899575e-14 |
| Variance | 1.001828154 |
| Memory size | 4.4 KiB |
Histogram with fixed size bins (bins=9)
Histogram with variable size bins (bins=[-1.82882856 -1.00261627 0.0447667 0.42609545 0.64980831 0.7438694 0.87097899 1.15570445 1.79125237], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.2659373711 | 210 | 38.3% | |
| 0.713363104 | 131 | 23.9% | |
| -1.82882856 | 117 | 21.4% | |
| 0.5862535208 | 29 | 5.3% | |
| 1.343826637 | 23 | 4.2% | |
| -0.1764039785 | 18 | 3.3% | |
| 0.774375704 | 14 | 2.6% | |
| 1.79125237 | 4 | 0.7% | |
| 0.9675822705 | 2 | 0.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.82882856 | 117 | 21.4% | |
| -0.1764039785 | 18 | 3.3% | |
| 0.2659373711 | 210 | 38.3% | |
| 0.5862535208 | 29 | 5.3% | |
| 0.713363104 | 131 | 23.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.79125237 | 4 | 0.7% | |
| 1.343826637 | 23 | 4.2% | |
| 0.9675822705 | 2 | 0.4% | |
| 0.774375704 | 14 | 2.6% | |
| 0.713363104 | 131 | 23.9% |
irrigation_source_0
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 434 | 79.2% | |
| 1 | 114 | 20.8% |
irrigation_source_1
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 55 |
| Value | Count | Frequency (%) | |
| 0 | 493 | 90.0% | |
| 1 | 55 | 10.0% |
irrigation_source_2
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 320 | 58.4% | |
| 0 | 228 | 41.6% |
irrigation_source_3
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 6 |
| Value | Count | Frequency (%) | |
| 0 | 542 | 98.9% | |
| 1 | 6 | 1.1% |
irrigation_source_4
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 50 |
| Value | Count | Frequency (%) | |
| 0 | 498 | 90.9% | |
| 1 | 50 | 9.1% |
irrigation_source_6
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 3 |
| Value | Count | Frequency (%) | |
| 0 | 545 | 99.5% | |
| 1 | 3 | 0.5% |
irrigation_status
Highly correlated
This variable is highly correlated with irrigation_source_0 and should be ignored for analysis
| Correlation | 0.994459343 |
|---|
labour_cost
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 2.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.090593475e-16 |
|---|---|
| Minimum | -1.262520433 |
| Maximum | 1.470001394 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1.262520433 |
|---|---|
| 5-th percentile | -1.262520433 |
| Q1 | -1.262520433 |
| Median | 0.003770169869 |
| Q3 | 0.8035326557 |
| 95-th percentile | 1.290054835 |
| Maximum | 1.470001394 |
| Range | 2.732521827 |
| Interquartile range | 2.066053088 |
Descriptive statistics
| Standard deviation | 1.000913659 |
|---|---|
| Coef of variation | 3.23858077e+15 |
| Kurtosis | -1.626650278 |
| Mean | 3.090593475e-16 |
| MAD | 0.9256787914 |
| Skewness | -0.1612085535 |
| Sum | 2.842170943e-14 |
| Variance | 1.001828154 |
| Memory size | 4.4 KiB |
Histogram with fixed size bins (bins=11)
Histogram with variable size bins (bins=[-1.26252043 -0.9626095 -0.56272826 -0.0628767 0.07041704 0.47029829 1.00347328 1.47000139], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.8035326557 | 178 | 32.5% | |
| -1.262520433 | 176 | 32.1% | |
| 1.203413899 | 59 | 10.8% | |
| -0.3961110731 | 42 | 7.7% | |
| -0.1295235778 | 31 | 5.7% | |
| -0.4627579469 | 19 | 3.5% | |
| 1.336707646 | 16 | 2.9% | |
| 1.470001394 | 12 | 2.2% | |
| 0.003770169869 | 8 | 1.5% | |
| 0.1370639175 | 4 | 0.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.262520433 | 176 | 32.1% | |
| -0.6626985684 | 3 | 0.5% | |
| -0.4627579469 | 19 | 3.5% | |
| -0.3961110731 | 42 | 7.7% | |
| -0.1295235778 | 31 | 5.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.470001394 | 12 | 2.2% | |
| 1.336707646 | 16 | 2.9% | |
| 1.203413899 | 59 | 10.8% | |
| 0.8035326557 | 178 | 32.5% | |
| 0.1370639175 | 4 | 0.7% |
life_insurance
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 284 | 51.8% | |
| 1 | 264 | 48.2% |
livestock_income
Numeric
| Distinct count | 16 |
|---|---|
| Unique (%) | 2.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.179105475e-16 |
|---|---|
| Minimum | -2.435206038 |
| Maximum | 3.299890447 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -2.435206038 |
|---|---|
| 5-th percentile | -1.032014301 |
| Q1 | -0.3843873454 |
| Median | -0.3843873454 |
| Q3 | 0.3351981609 |
| 95-th percentile | 1.860719434 |
| Maximum | 3.299890447 |
| Range | 5.735096485 |
| Interquartile range | 0.7195855063 |
Descriptive statistics
| Standard deviation | 1.000913659 |
|---|---|
| Coef of variation | 8.488754234e+15 |
| Kurtosis | 0.9871947824 |
| Mean | 1.179105475e-16 |
| MAD | 0.7688727908 |
| Skewness | 1.188064105 |
| Sum | 2.131628207e-14 |
| Variance | 1.001828154 |
| Memory size | 4.4 KiB |
Histogram with fixed size bins (bins=16)
Histogram with variable size bins (bins=[-2.43520604 -1.40979669 -0.70820082 -0.34840807 0.37117744 1.13393807 1.53690596 1.89669871 3.29989045], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| -0.3843873454 | 287 | 52.4% | |
| -1.032014301 | 66 | 12.0% | |
| 1.860719434 | 66 | 12.0% | |
| 0.3351981609 | 37 | 6.8% | |
| -0.3124287947 | 35 | 6.4% | |
| 1.213092479 | 26 | 4.7% | |
| -1.787579083 | 8 | 1.5% | |
| 3.209942259 | 8 | 1.5% | |
| 1.932677985 | 4 | 0.7% | |
| 1.054783667 | 3 | 0.5% | |
| Other values (6) | 8 | 1.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -2.435206038 | 2 | 0.4% | |
| -2.132980126 | 1 | 0.2% | |
| -1.787579083 | 8 | 1.5% | |
| -1.032014301 | 66 | 12.0% | |
| -0.3843873454 | 287 | 52.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.299890447 | 1 | 0.2% | |
| 3.209942259 | 8 | 1.5% | |
| 2.580304941 | 1 | 0.2% | |
| 1.932677985 | 4 | 0.7% | |
| 1.860719434 | 66 | 12.0% |
loan
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 2 |
| Value | Count | Frequency (%) | |
| 1 | 546 | 99.6% | |
| 0 | 2 | 0.4% |
machinery_cost
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -2.828232377e-16 |
|---|---|
| Minimum | -1.86195125 |
| Maximum | 2.671413836 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1.86195125 |
|---|---|
| 5-th percentile | -0.7499937763 |
| Q1 | -0.7499937763 |
| Median | -0.7499937763 |
| Q3 | 0.9607100298 |
| 95-th percentile | 0.9607100298 |
| Maximum | 2.671413836 |
| Range | 4.533365086 |
| Interquartile range | 1.710703806 |
Descriptive statistics
| Standard deviation | 1.000913659 |
|---|---|
| Coef of variation | -3.539007854e+15 |
| Kurtosis | -0.4339470405 |
| Mean | -2.828232377e-16 |
| MAD | 0.9250608728 |
| Skewness | 0.6132465917 |
| Sum | -4.97379915e-14 |
| Variance | 1.001828154 |
| Memory size | 4.4 KiB |
Histogram with fixed size bins (bins=5)
| Value | Count | Frequency (%) | |
| -0.7499937763 | 304 | 55.5% | |
| 0.9607100298 | 211 | 38.5% | |
| 2.671413836 | 19 | 3.5% | |
| -1.86195125 | 13 | 2.4% | |
| -1.263204918 | 1 | 0.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.86195125 | 13 | 2.4% | |
| -1.263204918 | 1 | 0.2% | |
| -0.7499937763 | 304 | 55.5% | |
| 0.9607100298 | 211 | 38.5% | |
| 2.671413836 | 19 | 3.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.671413836 | 19 | 3.5% | |
| 0.9607100298 | 211 | 38.5% | |
| -0.7499937763 | 304 | 55.5% | |
| -1.263204918 | 1 | 0.2% | |
| -1.86195125 | 13 | 2.4% |
motorcycle
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 449 | 81.9% | |
| 1 | 99 | 18.1% |
other_cost
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| -0.8440971508 | |
|---|---|
| 1.184697756 |
| Value | Count | Frequency (%) | |
| -0.8440971508 | 320 | 58.4% | |
| 1.184697756 | 228 | 41.6% |
| Max length | 19 |
|---|---|
| Mean length | 18.58394161 |
| Min length | 18 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
ploughing_cart
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 61 |
| Value | Count | Frequency (%) | |
| 1 | 487 | 88.9% | |
| 0 | 61 | 11.1% |
postharvest_acre
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| -0.3373738849 | |
|---|---|
| 2.96407056 | 56 |
| Value | Count | Frequency (%) | |
| -0.3373738849 | 492 | 89.8% | |
| 2.96407056 | 56 | 10.2% |
| Max length | 19 |
|---|---|
| Mean length | 18.79562044 |
| Min length | 17 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
poultry
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0.3133630367 | |
|---|---|
| -3.191186843 | 49 |
| Value | Count | Frequency (%) | |
| 0.3133630367 | 499 | 91.1% | |
| -3.191186843 | 49 | 8.9% |
| Max length | 18 |
|---|---|
| Mean length | 18 |
| Min length | 18 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
seed_type
Highly correlated
This variable is highly correlated with intercrop_rate and should be ignored for analysis
| Correlation | 0.998407077 |
|---|
sheep
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0.1619173507 | |
|---|---|
| -6.175990377 | 14 |
| Value | Count | Frequency (%) | |
| 0.1619173507 | 534 | 97.4% | |
| -6.175990377 | 14 | 2.6% |
| Max length | 19 |
|---|---|
| Mean length | 18.97445255 |
| Min length | 18 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
total_cost
Numeric
| Distinct count | 66 |
|---|---|
| Unique (%) | 12.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -1.421207029e-15 |
|---|---|
| Minimum | -1.23700807 |
| Maximum | 3.659517143 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1.23700807 |
|---|---|
| 5-th percentile | -1.055627293 |
| Q1 | -0.6777506753 |
| Median | -0.02629138628 |
| Q3 | 0.2291532073 |
| 95-th percentile | 2.577845325 |
| Maximum | 3.659517143 |
| Range | 4.896525213 |
| Interquartile range | 0.9069038826 |
Descriptive statistics
| Standard deviation | 1.000913659 |
|---|---|
| Coef of variation | -7.042701303e+14 |
| Kurtosis | 2.364844135 |
| Mean | -1.421207029e-15 |
| MAD | 0.6966189775 |
| Skewness | 1.627393375 |
| Sum | -1.705302566e-13 |
| Variance | 1.001828154 |
| Memory size | 4.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[-1.23700807 -1.14631768 -0.69664451 -0.59272844 -0.46991854 ... 0.36367728 0.54052354 0.73399637 3.06020483 3.65951714], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| -0.6777506753 | 112 | 20.4% | |
| 0.04928393727 | 90 | 16.4% | |
| -0.02629138628 | 54 | 9.9% | |
| -1.055627293 | 35 | 6.4% | |
| -0.9422643077 | 21 | 3.8% | |
| 0.6538865257 | 20 | 3.6% | |
| -0.4321308738 | 19 | 3.5% | |
| 0.2291532073 | 19 | 3.5% | |
| -0.8100074915 | 15 | 2.7% | |
| -0.7533259988 | 14 | 2.6% | |
| Other values (56) | 149 | 27.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.23700807 | 1 | 0.2% | |
| -1.055627293 | 35 | 6.4% | |
| -1.017839631 | 13 | 2.4% | |
| -0.9422643077 | 21 | 3.8% | |
| -0.8100074915 | 15 | 2.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.659517143 | 1 | 0.2% | |
| 3.58394182 | 2 | 0.4% | |
| 3.395003511 | 1 | 0.2% | |
| 3.0654951 | 1 | 0.2% | |
| 3.054914555 | 1 | 0.2% |
tractor
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 17 |
| Value | Count | Frequency (%) | |
| 1 | 531 | 96.9% | |
| 0 | 17 | 3.1% |
tv
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 3 |
| Value | Count | Frequency (%) | |
| 0 | 545 | 99.5% | |
| 1 | 3 | 0.5% |
weeder
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 274 | 50.0% | |
| 1 | 274 | 50.0% |
First rows
| animal_cost | bank_account | bicycle | biopesticide | buffalos | bulls | car | cell_phone | cooler | cotton_income | cotton_price | cows | crop_insurance | drinking_water_1 | drinking_water_2 | drinking_water_3 | drinking_water_4 | education | electricity | farmer_id | fertiliser | fridge | goats | housing_1 | housing_2 | housing_3 | income_intercrop | income_organic | income_other | input_cost | intercrop_rate | irrigation_cost | irrigation_source_0 | irrigation_source_1 | irrigation_source_2 | irrigation_source_3 | irrigation_source_4 | irrigation_source_6 | irrigation_status | labour_cost | life_insurance | livestock_income | loan | machinery_cost | motorcycle | other_cost | ploughing_cart | postharvest_acre | poultry | seed_type | sheep | total_cost | tractor | tv | weeder | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | -0.427448 | 0.0 | 0.0 | 4.427003 | 0.492575 | 0.280951 | 1.0 | 0.0 | 0.0 | 2.249135 | 0.820931 | -0.155882 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.229004 | 0.0 | c1 | -1.69944 | 0.0 | 0.446234 | 0.0 | 1.0 | 0.0 | 1.136826 | 2.272159 | -0.142171 | 3.786781 | 0.845536 | 0.265937 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.470001 | 0.0 | -0.384387 | 1.0 | -0.749994 | 0.0 | -0.844097 | 0.0 | -0.337374 | 0.313363 | 1.0 | 0.161917 | 2.979339 | 1.0 | 0.0 | 1.0 |
| 1 | 2.464423 | 0.0 | 0.0 | 2.474018 | 0.492575 | 0.280951 | 1.0 | 0.0 | 0.0 | 1.713460 | 0.824642 | -0.155882 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.229004 | 0.0 | c10 | -1.69944 | 0.0 | 0.446234 | 0.0 | 1.0 | 0.0 | 0.389268 | 1.372665 | -0.246556 | 3.095483 | 0.608486 | -1.828829 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.203414 | 1.0 | -1.032014 | 1.0 | -0.749994 | 0.0 | -0.844097 | 1.0 | -0.337374 | 0.313363 | 1.0 | 0.161917 | 2.678549 | 1.0 | 0.0 | 1.0 |
| 2 | -0.427448 | 0.0 | 1.0 | 4.427003 | 0.492575 | 0.280951 | 1.0 | 0.0 | 0.0 | 2.208898 | 0.809796 | -0.155882 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.229004 | 0.0 | c11 | -1.69944 | 0.0 | 0.446234 | 1.0 | 0.0 | 0.0 | 2.546591 | 2.192628 | -0.142171 | 3.786781 | 0.806028 | 0.265937 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.470001 | 0.0 | -0.384387 | 1.0 | -0.749994 | 0.0 | -0.844097 | 1.0 | -0.337374 | 0.313363 | 1.0 | 0.161917 | 2.979339 | 1.0 | 0.0 | 1.0 |
| 3 | 2.464423 | 0.0 | 0.0 | 4.427003 | -2.030147 | -3.384786 | 1.0 | 0.0 | 0.0 | 2.146933 | 0.854334 | -0.155882 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.229004 | 0.0 | c12 | -1.69944 | 0.0 | 0.446234 | 1.0 | 0.0 | 0.0 | 1.969367 | 1.850009 | 0.115313 | 3.373890 | 0.687503 | 0.265937 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.470001 | 0.0 | 1.213092 | 1.0 | -0.749994 | 0.0 | 1.184698 | 1.0 | -0.337374 | 0.313363 | 1.0 | 0.161917 | 3.395004 | 1.0 | 0.0 | 1.0 |
| 4 | 2.464423 | 0.0 | 0.0 | 2.083421 | 0.492575 | 0.280951 | 1.0 | 0.0 | 0.0 | 1.852396 | 0.791239 | -0.155882 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.229004 | 0.0 | c13 | -1.69944 | 0.0 | 0.446234 | 1.0 | 0.0 | 0.0 | 1.118432 | 1.560425 | -0.246556 | 2.865443 | 0.647994 | 0.265937 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.203414 | 1.0 | -1.032014 | 1.0 | -0.749994 | 0.0 | -0.844097 | 1.0 | -0.337374 | 0.313363 | 1.0 | 0.161917 | 2.842548 | 1.0 | 0.0 | 1.0 |
| 5 | 2.464423 | 0.0 | 1.0 | 2.083421 | 0.492575 | 0.280951 | 1.0 | 0.0 | 0.0 | 2.084866 | 0.843199 | -0.155882 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.229004 | 0.0 | c14 | -1.69944 | 1.0 | -2.240977 | 1.0 | 0.0 | 0.0 | 1.493682 | 1.979892 | -0.130573 | 2.865443 | 0.727011 | 0.265937 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.203414 | 1.0 | -0.312429 | 1.0 | -0.749994 | 0.0 | 1.184698 | 1.0 | -0.337374 | 0.313363 | 1.0 | 0.161917 | 2.918123 | 1.0 | 0.0 | 1.0 |
| 6 | -0.427448 | 0.0 | 1.0 | 2.474018 | 0.492575 | 0.280951 | 1.0 | 0.0 | 0.0 | 1.650401 | 0.869179 | 6.415126 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.229004 | 0.0 | c15 | -1.69944 | 1.0 | 0.446234 | 0.0 | 1.0 | 0.0 | 0.917562 | 1.528204 | -0.368339 | 3.095483 | 0.806028 | -1.828829 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.203414 | 1.0 | -1.787579 | 1.0 | -0.749994 | 0.0 | 1.184698 | 1.0 | -0.337374 | 0.313363 | 1.0 | 0.161917 | 2.149522 | 1.0 | 0.0 | 1.0 |
| 7 | -0.427448 | 0.0 | 0.0 | 4.427003 | 0.492575 | 0.280951 | 1.0 | 0.0 | 0.0 | 1.825078 | 0.872891 | -0.155882 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.229004 | 0.0 | c16 | -1.69944 | 1.0 | 0.446234 | 0.0 | 1.0 | 0.0 | 1.177294 | 1.558864 | -0.142171 | 3.786781 | 0.845536 | -1.828829 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.470001 | 1.0 | -0.384387 | 1.0 | -0.749994 | 1.0 | 1.184698 | 1.0 | -0.337374 | 0.313363 | 1.0 | 0.161917 | 2.743544 | 1.0 | 0.0 | 1.0 |
| 8 | -0.427448 | 0.0 | 0.0 | 2.083421 | 0.492575 | 0.280951 | 0.0 | 0.0 | 0.0 | 1.956461 | 0.809796 | -0.155882 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.229004 | 0.0 | c17 | -1.69944 | 0.0 | -2.240977 | 1.0 | 0.0 | 0.0 | 0.763415 | 2.121143 | -0.026187 | 2.865443 | 0.766519 | -0.176404 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.203414 | 0.0 | 0.335198 | 1.0 | -0.749994 | 0.0 | -0.844097 | 0.0 | -0.337374 | 0.313363 | 1.0 | 0.161917 | 2.172195 | 1.0 | 0.0 | 0.0 |
| 9 | -0.427448 | 0.0 | 0.0 | 2.317779 | 0.492575 | 0.280951 | 1.0 | 0.0 | 0.0 | 2.208311 | 0.850622 | 6.415126 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.229004 | 0.0 | c18 | -1.69944 | 0.0 | 0.446234 | 1.0 | 0.0 | 0.0 | 1.913080 | 2.506068 | -0.368339 | 2.977514 | 0.687503 | 0.265937 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.203414 | 0.0 | -1.787579 | 1.0 | -0.749994 | 0.0 | 1.184698 | 1.0 | -0.337374 | 0.313363 | 1.0 | 0.161917 | 2.385317 | 1.0 | 0.0 | 1.0 |
Last rows
| animal_cost | bank_account | bicycle | biopesticide | buffalos | bulls | car | cell_phone | cooler | cotton_income | cotton_price | cows | crop_insurance | drinking_water_1 | drinking_water_2 | drinking_water_3 | drinking_water_4 | education | electricity | farmer_id | fertiliser | fridge | goats | housing_1 | housing_2 | housing_3 | income_intercrop | income_organic | income_other | input_cost | intercrop_rate | irrigation_cost | irrigation_source_0 | irrigation_source_1 | irrigation_source_2 | irrigation_source_3 | irrigation_source_4 | irrigation_source_6 | irrigation_status | labour_cost | life_insurance | livestock_income | loan | machinery_cost | motorcycle | other_cost | ploughing_cart | postharvest_acre | poultry | seed_type | sheep | total_cost | tractor | tv | weeder | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 538 | 1.018487 | 0.0 | 0.0 | -0.416399 | 0.492575 | -3.384786 | 1.0 | 0.0 | 0.0 | -1.072787 | -1.201800 | -0.155882 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.229004 | 0.0 | t90 | -0.511566 | 0.0 | 0.446234 | 0.0 | 1.0 | 0.0 | -1.088925 | -0.936089 | -0.246556 | -0.315001 | -1.327422 | -1.828829 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | -1.262520 | 0.0 | -1.032014 | 1.0 | 0.960710 | 0.0 | -0.844097 | 1.0 | -0.337374 | 0.313363 | 0.0 | 0.161917 | -0.753326 | 1.0 | 0.0 | 0.0 |
| 539 | 2.464423 | 0.0 | 0.0 | 1.145989 | 0.492575 | 0.280951 | 1.0 | 0.0 | 0.0 | 0.275624 | 0.791239 | -0.155882 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.229004 | 0.0 | t91 | 0.676308 | 0.0 | 0.446234 | 1.0 | 0.0 | 0.0 | 2.030806 | -0.842109 | -0.246556 | -0.315001 | 0.766519 | 1.343827 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.203414 | 1.0 | -1.032014 | 1.0 | 0.960710 | 0.0 | 1.184698 | 1.0 | 2.964071 | 0.313363 | 1.0 | 0.161917 | 1.494284 | 1.0 | 0.0 | 0.0 |
| 540 | -0.427448 | 0.0 | 0.0 | -0.416399 | 0.492575 | 0.280951 | 1.0 | 0.0 | 0.0 | 0.425070 | 0.846911 | -0.155882 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.229004 | 0.0 | t92 | 0.676308 | 0.0 | 0.446234 | 1.0 | 0.0 | 0.0 | 0.139469 | 0.218568 | -0.142171 | -0.315001 | 0.766519 | 0.265937 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.803533 | 0.0 | -0.384387 | 1.0 | -0.749994 | 0.0 | 1.184698 | 1.0 | -0.337374 | 0.313363 | 1.0 | 0.161917 | 0.049284 | 1.0 | 0.0 | 0.0 |
| 541 | -0.427448 | 0.0 | 1.0 | -0.416399 | 0.492575 | 0.280951 | 1.0 | 0.0 | 0.0 | 2.091002 | 0.861757 | -0.155882 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.229004 | 0.0 | t93 | -0.511566 | 0.0 | 0.446234 | 0.0 | 1.0 | 0.0 | 0.355790 | 3.511390 | -0.142171 | -0.315001 | 0.687503 | 0.265937 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.803533 | 0.0 | -0.384387 | 1.0 | -0.749994 | 1.0 | 1.184698 | 1.0 | -0.337374 | 0.313363 | 1.0 | 0.161917 | 0.049284 | 1.0 | 0.0 | 1.0 |
| 542 | -0.427448 | 0.0 | 1.0 | -0.416399 | 0.492575 | 0.280951 | 1.0 | 0.0 | 0.0 | 0.713836 | 0.832065 | -0.155882 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.229004 | 0.0 | t94 | -1.699440 | 1.0 | 0.446234 | 1.0 | 0.0 | 0.0 | 0.202379 | 0.789332 | -0.142171 | -0.315001 | 0.806028 | 0.265937 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.803533 | 0.0 | -0.384387 | 1.0 | -0.749994 | 0.0 | 1.184698 | 1.0 | -0.337374 | 0.313363 | 1.0 | 0.161917 | 0.049284 | 1.0 | 0.0 | 0.0 |
| 543 | -0.427448 | 0.0 | 1.0 | -0.416399 | 0.492575 | 0.280951 | 1.0 | 1.0 | 0.0 | -1.072787 | -1.201800 | -0.155882 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.229004 | 0.0 | t95 | 0.676308 | 1.0 | 0.446234 | 1.0 | 0.0 | 0.0 | -1.088925 | -0.936089 | -0.142171 | -0.315001 | -1.327422 | -1.828829 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | -1.262520 | 0.0 | -0.384387 | 1.0 | 0.960710 | 0.0 | -0.844097 | 1.0 | -0.337374 | 0.313363 | 0.0 | 0.161917 | -1.055627 | 1.0 | 0.0 | 0.0 |
| 544 | -0.427448 | 0.0 | 1.0 | 0.364795 | 0.492575 | 0.280951 | 1.0 | 0.0 | 0.0 | -1.072787 | -1.201800 | -0.155882 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.229004 | 0.0 | t96 | 0.676308 | 1.0 | 0.446234 | 0.0 | 1.0 | 0.0 | -1.088925 | -0.936089 | -0.142171 | -0.315001 | -1.327422 | 0.713363 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | -0.462758 | 0.0 | -0.384387 | 1.0 | 2.671414 | 0.0 | -0.844097 | 1.0 | 2.964071 | 0.313363 | 0.0 | 0.161917 | 0.229153 | 1.0 | 0.0 | 1.0 |
| 545 | -0.427448 | 0.0 | 0.0 | 0.364795 | 0.492575 | 0.280951 | 1.0 | 0.0 | 0.0 | -1.072787 | -1.201800 | -0.155882 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.229004 | 0.0 | t97 | 0.676308 | 1.0 | 0.446234 | 1.0 | 0.0 | 0.0 | -1.088925 | -0.936089 | -0.142171 | -0.315001 | -1.327422 | -0.176404 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | -1.262520 | 1.0 | -0.384387 | 1.0 | 0.960710 | 0.0 | -0.844097 | 1.0 | 2.964071 | 0.313363 | 0.0 | 0.161917 | -0.810007 | 1.0 | 0.0 | 0.0 |
| 546 | -0.427448 | 0.0 | 0.0 | -0.416399 | 0.492575 | 0.280951 | 1.0 | 0.0 | 0.0 | -1.072787 | -1.201800 | -0.155882 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.229004 | 0.0 | t98 | 0.676308 | 0.0 | 0.446234 | 1.0 | 0.0 | 0.0 | -1.088925 | -0.936089 | -0.142171 | -0.315001 | -1.327422 | 0.713363 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | -1.262520 | 0.0 | -0.384387 | 1.0 | 0.960710 | 0.0 | -0.844097 | 1.0 | -0.337374 | 0.313363 | 0.0 | 0.161917 | -0.677751 | 1.0 | 0.0 | 1.0 |
| 547 | -0.427448 | 0.0 | 1.0 | 0.364795 | -2.030147 | -3.384786 | 1.0 | 0.0 | 0.0 | -1.072787 | -1.201800 | -0.155882 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.229004 | 0.0 | t99 | 0.676308 | 1.0 | 0.446234 | 1.0 | 0.0 | 0.0 | -1.088925 | -0.936089 | 0.219698 | -0.315001 | -1.327422 | 0.713363 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | -0.462758 | 0.0 | 1.860719 | 1.0 | 2.671414 | 0.0 | -0.844097 | 1.0 | 2.964071 | 0.313363 | 0.0 | 0.161917 | 0.229153 | 1.0 | 0.0 | 0.0 |